{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "6a97688f",
   "metadata": {},
   "source": [
    "# AidSDK部署-摄像头实时预测\n",
    "\n",
    "同济子豪兄 2023-8-19 9-1 9-4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d83f9c23",
   "metadata": {},
   "source": [
    "## 导入工具包"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "5c46bdee",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "from cvs import *\n",
    "\n",
    "import numpy as np\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "578444d3",
   "metadata": {},
   "source": [
    "## AidLite初始化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "7dd07ef4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[2023-09-16 17:46:44,053228][/tmp/ipykernel_23557/1811969939.py:2 <module>][DEBUG]:=======init\n"
     ]
    }
   ],
   "source": [
    "import aidlite_gpu\n",
    "aidlite = aidlite_gpu.aidlite()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6bc975a4",
   "metadata": {},
   "source": [
    "## 载入TFLite模型"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "b1147807",
   "metadata": {},
   "outputs": [],
   "source": [
    "model_path = 'mmseg2onnx_fastscnn_static_aimo_tflite/end2end_fp32.tflite'"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "8f7cfbf8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Result(id=1, result='load model ok!', error=None)"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 文档：https://docs.aidlux.com/#/intro/ai/ai-aidlite?id=_4fast_annmodel\n",
    "\n",
    "aidlite.FAST_ANNModel(\n",
    "    model_path,           # 模型路径\n",
    "    [1*1024*2048*3*4],    # 输入维度：Batch H W C 字节数\n",
    "    [1*1024*2048*1*8],    # 输出维度：Batch H W C 字节数\n",
    "    numberOfThreads=3,    # 加载数据和模型所需要的核数\n",
    "    enableNNAPI=0         # 是否开启NNAPI\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "d6a1e302",
   "metadata": {},
   "source": [
    "## 可视化配置"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "42175ca5",
   "metadata": {},
   "outputs": [],
   "source": [
    "palette = [\n",
    "    ['background', [127,127,127]],\n",
    "    ['red', [0,0,200]],\n",
    "    ['green', [0,200,0]],\n",
    "    ['white', [144,238,144]],\n",
    "    ['seed-black', [30,30,30]],\n",
    "    ['seed-white', [8,189,251]]\n",
    "]\n",
    "\n",
    "palette_dict = {}\n",
    "for idx, each in enumerate(palette):\n",
    "    palette_dict[idx] = each[1]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "6bdb8260",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{0: [127, 127, 127],\n",
       " 1: [0, 0, 200],\n",
       " 2: [0, 200, 0],\n",
       " 3: [144, 238, 144],\n",
       " 4: [30, 30, 30],\n",
       " 5: [8, 189, 251]}"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "palette_dict"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1cd78891",
   "metadata": {},
   "source": [
    "## 逐帧处理函数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c0ca9a28",
   "metadata": {},
   "outputs": [],
   "source": [
    "opacity = 0.3 # 透明度，越大越接近原图"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "4fa3ce64",
   "metadata": {},
   "outputs": [],
   "source": [
    "def process_frame(img_bgr, camera=True):\n",
    "    \n",
    "    '''\n",
    "    输入摄像头画面 bgr-array，输出图像 bgr-array\n",
    "    '''\n",
    "    \n",
    "    # 记录该帧开始处理的时间\n",
    "    start_time = time.time()\n",
    "    \n",
    "    if camera: # 对于摄像头实时预测，将手机拍摄到的竖屏图像旋转90度，变成横屏图像\n",
    "        img_bgr = cv2.rotate(img_bgr, cv2.ROTATE_90_CLOCKWISE)\n",
    "    \n",
    "    # 从原图中裁剪出高宽比1:2的最大图像\n",
    "    h, w = img_bgr.shape[0], img_bgr.shape[1]\n",
    "    new_h = w // 2 # 横屏图片，截取一半的宽度，作为新的高度\n",
    "    img_bgr_crop = img_bgr[0:new_h, :]\n",
    "    \n",
    "    # 缩放至模型要求的高1024 x 宽2048像素\n",
    "    img_bgr_resize = cv2.resize(img_bgr_crop, (2048, 1024)) # 缩放尺寸\n",
    "    \n",
    "    # 预处理\n",
    "    img_rgb_resize = cv2.cvtColor(img_bgr_resize, cv2.COLOR_BGR2RGB) # BGR 转 RGB\n",
    "    mean = (0.485, 0.456, 0.406) # 三通道的均值\n",
    "    std = (0.229, 0.224, 0.225) # 三通道的标准差\n",
    "    img_tensor = ((img_rgb_resize / 255) - mean) / std # 归一化\n",
    "    img_tensor = img_tensor.astype('float32')\n",
    "    \n",
    "    # 推理预测\n",
    "    aidlite.setInput_Float32(img_tensor) # 装填数据\n",
    "    aidlite.invoke() # 推理预测\n",
    "    output = aidlite.getOutput_Float32() # 获得模型输出结果\n",
    "    output_bytes = output.tobytes() # 将模型输出结果转 bytes\n",
    "    pred_mask = np.frombuffer(output_bytes, dtype=np.int64).reshape(1024, 2048) # 再转 int64\n",
    "\n",
    "    # 将预测的整数ID，映射为对应类别的颜色\n",
    "    pred_mask_bgr = np.zeros((pred_mask.shape[0], pred_mask.shape[1], 3))\n",
    "    for idx in palette_dict.keys():\n",
    "        pred_mask_bgr[np.where(pred_mask==idx)] = palette_dict[idx]\n",
    "    pred_mask_bgr = pred_mask_bgr.astype('uint8')\n",
    "\n",
    "    # 将语义分割预测图和原图叠加显示\n",
    "    pred_viz = cv2.addWeighted(img_bgr_resize, opacity, pred_mask_bgr, 1-opacity, 0)\n",
    "    \n",
    "    img_bgr = pred_viz\n",
    "    \n",
    "    if camera: # 对于摄像头实时预测，缩放并旋转至竖屏，便于手机屏幕上显示\n",
    "        img_bgr = cv2.resize(img_bgr, (640, 320)) # 缩放尺寸\n",
    "        img_bgr = cv2.rotate(img_bgr, cv2.ROTATE_90_COUNTERCLOCKWISE)\n",
    "    else: # 对于视频预测\n",
    "        img_bgr = cv2.resize(img_bgr, (w, h)) # 缩放尺寸\n",
    "    \n",
    "    # 记录该帧处理完毕的时间\n",
    "    end_time = time.time()\n",
    "    # 计算每秒处理图像帧数FPS\n",
    "    FPS = 1/(end_time - start_time)\n",
    "    # 在画面上写字：图片，字符串，左上角坐标，字体，字体大小，颜色，字体粗细\n",
    "    scaler = 1 # 文字大小\n",
    "    FPS_string = 'FPS {:.2f}'.format(FPS) # 写在画面上的字符串\n",
    "    img_bgr = cv2.putText(img_bgr, FPS_string, (25 * scaler, 60 * scaler), cv2.FONT_HERSHEY_SIMPLEX, 1.25 * scaler, (255, 0, 255), 2 * scaler)\n",
    "    \n",
    "    return img_bgr"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "25288426",
   "metadata": {},
   "source": [
    "## 初始化摄像头"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "257cbcf5",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 摄像头ID 0-后置 1-前置\n",
    "Camera_ID = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "b1507327",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "('app runs on port:', 39337)\n",
      "open the cam:0 ...\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "remi.server      INFO     Started httpserver http://0.0.0.0:39337/\n",
      "remi.request     INFO     built UI (path=/)\n",
      "remi.server.ws   INFO     connection established: ('192.168.1.5', 51209)\n",
      "remi.server.ws   INFO     handshake complete\n",
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 57946)\n",
      "remi.server.ws   INFO     handshake complete\n",
      "remi.request     ERROR    sending websocket spontaneous message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 497, in _send_spontaneous_websocket_message\n",
      "    if ws.send_message(message):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   ERROR    exception in WebSocketsHandler.close method\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 279, in close\n",
      "    self.request.shutdown(socket.SHUT_RDWR)\n",
      "OSError: [Errno 107] Transport endpoint is not connected\n",
      "remi.server.ws   ERROR    Error managing incoming websocket message\n",
      "Traceback (most recent call last):\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 175, in read_next_message\n",
      "    self.on_message(from_websocket(decoded))\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 245, in on_message\n",
      "    self.send_message(_MSG_ACK)\n",
      "  File \"/usr/local/lib/python3.7/dist-packages/remi/server.py\", line 209, in send_message\n",
      "    self.request.sendall(out)\n",
      "BrokenPipeError: [Errno 32] Broken pipe\n",
      "remi.server.ws   INFO     connection established: ('127.0.0.1', 58104)\n",
      "remi.server.ws   INFO     handshake complete\n"
     ]
    }
   ],
   "source": [
    "cap = cvs.VideoCapture(Camera_ID)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1d637203",
   "metadata": {},
   "source": [
    "## 调用摄像头获取一帧画面"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "7670424e",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_bgr = cap.read()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "320fb7b8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(640, 480, 3)"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_bgr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "86bf19ca",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "9edc8f9e",
   "metadata": {},
   "source": [
    "## 单帧画面语义分割预测"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "11eb8dd8",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "img_bgr = process_frame(img_bgr)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "fdf2287d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(640, 320, 3)"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_bgr.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "422794c3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(img_bgr[:,:,::-1])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "2d5c9d57",
   "metadata": {},
   "outputs": [],
   "source": [
    "cvs.imshow(img_bgr)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "90d5506e",
   "metadata": {},
   "source": [
    "## 逐帧实时处理手机摄像头拍摄的画面-代码模板"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "31962620",
   "metadata": {},
   "outputs": [],
   "source": [
    "while True:\n",
    "    img_bgr = cap.read()\n",
    "    \n",
    "    if img_bgr is None:\n",
    "        continue\n",
    "        \n",
    "    img_bgr = process_frame(img_bgr, camera=True)\n",
    "    \n",
    "    cvs.imshow(img_bgr)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "28f90dd3",
   "metadata": {},
   "source": [
    "> 点击重启`kernel`关闭摄像头"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "0ce9cd5a",
   "metadata": {},
   "source": [
    "## 视频逐帧处理（模板）"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "90dc5774",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2\n",
    "import numpy as np\n",
    "import time\n",
    "from tqdm import tqdm\n",
    "\n",
    "# 视频逐帧处理代码模板\n",
    "# 不需修改任何代码，只需定义process_frame函数即可\n",
    "# 同济子豪兄 2021-7-10\n",
    "\n",
    "def generate_video(input_path='videos/robot.mp4'):\n",
    "    filehead = input_path.split('/')[-1]\n",
    "    output_path = \"out-\" + filehead\n",
    "    \n",
    "    print('视频开始处理',input_path)\n",
    "    \n",
    "    # 获取视频总帧数\n",
    "    cap = cv2.VideoCapture(input_path)\n",
    "    frame_count = 0\n",
    "    while(cap.isOpened()):\n",
    "        success, frame = cap.read()\n",
    "        frame_count += 1\n",
    "        if not success:\n",
    "            break\n",
    "    cap.release()\n",
    "    print('视频总帧数为',frame_count)\n",
    "    \n",
    "    # cv2.namedWindow('Crack Detection and Measurement Video Processing')\n",
    "    cap = cv2.VideoCapture(input_path)\n",
    "    frame_size = (cap.get(cv2.CAP_PROP_FRAME_WIDTH), cap.get(cv2.CAP_PROP_FRAME_HEIGHT))\n",
    "\n",
    "    # fourcc = int(cap.get(cv2.CAP_PROP_FOURCC))\n",
    "    # fourcc = cv2.VideoWriter_fourcc(*'XVID')\n",
    "    fourcc = cv2.VideoWriter_fourcc(*'mp4v')\n",
    "    fps = cap.get(cv2.CAP_PROP_FPS)\n",
    "\n",
    "    out = cv2.VideoWriter(output_path, fourcc, fps, (int(frame_size[0]), int(frame_size[1])))\n",
    "    \n",
    "    # 进度条绑定视频总帧数\n",
    "    with tqdm(total=frame_count-1) as pbar:\n",
    "        try:\n",
    "            while(cap.isOpened()):\n",
    "                success, frame = cap.read()\n",
    "                if not success:\n",
    "                    break\n",
    "\n",
    "                # 处理帧\n",
    "                # frame_path = './temp_frame.png'\n",
    "                # cv2.imwrite(frame_path, frame)\n",
    "                try:\n",
    "                    frame = process_frame(frame, camera=False)\n",
    "                except:\n",
    "                    print('报错！', error)\n",
    "                    pass\n",
    "                \n",
    "                if success == True:\n",
    "                    # cv2.imshow('Video Processing', frame)\n",
    "                    out.write(frame)\n",
    "\n",
    "                    # 进度条更新一帧\n",
    "                    pbar.update(1)\n",
    "\n",
    "                # if cv2.waitKey(1) & 0xFF == ord('q'):\n",
    "                    # break\n",
    "        except:\n",
    "            print('中途中断')\n",
    "            pass\n",
    "\n",
    "    cv2.destroyAllWindows()\n",
    "    out.release()\n",
    "    cap.release()\n",
    "    print('视频已保存', output_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2e2e4d29",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "视频开始处理 video_watermelon_3.mov\n",
      "视频总帧数为 175\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      " 71%|█████████████████████████████████████████████████████████████████████████████████████████████████████████▍                                          | 124/174 [03:33<01:44,  2.10s/it]"
     ]
    }
   ],
   "source": [
    "generate_video(input_path='video_watermelon_3.mov')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "2b5fe0fe",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
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